UNIVERSITY OF CAPE COAST COLLEGE OF EDUCATION STUDIES FACULTY OF SCIENCE AND TECHNOLOGY EDUCATION DEPARTMENT OF MATHEMATICS AND ICT EDUCATION EMA210: INTRODUCTORY STATISTICS II GROUP ASSIGNMENT GROUP 12 INDEX NUMBER ET/MAT/20/0169 ET/MAT/20/0113 ET/MAT/20/0114 ET/MAT/20/0095 ET/MAT/21/0084 ET/MAT/20/0115 Question: Write on binomial distribution and provide three solved examples. Binomial distribution Binomial distribution formula for any random variable x, is given by P(x:n,p)= n Cxpxqn-x; p-success, q-failure 𝑛! n Cx= q=1-p, n-number of trials or occurrences 𝑥!(𝑛−𝑥)! Example 1 A fair coin is tosses 6 times. Find the probability of obtaining exactly 4 heads. Solution S={H,T} 1 1 n(S)=2 P(H)=2 P(exactly 4 heads)=6 P(T)= 2 n=6 x=4 C (0.5) (0.5) 4 4 1 = 2 1 15(16)( 4) 15 =64 15 Therefore, the probability of obtaining exactly 4 heads when a coin is tossed 6 times is 64. Example 2 One out of every bolts produced by a machine is defective. If 4 bolts are produced by the machine at random, find the probability that exactly 2 are defective. Solution 1 P(Defective)= 3 2 P(Non-defective)= 3 P( exactly 2 defective)= 4 C()() 2 = 1 1 2 2 2 3 3 4 6(9)( 9) 8 =27 8 Therefore, the probability of obtaining exactly 2 defective bolts when 4 bolts are produced is 27 Example 3 A fair coin is tossed 6 times. What is the probability of obtaining at least 5 heads? Solution S={H,T} 1 1 n(S)=2 P(H)=2 P( at least 5 heads)= 6 P(T)= 2 n=6 x= 5,6 C ( ) ( )+ C ( ) ( ) = 5 1 5 1 2 2 6 1 1 1 6 1 6 1 0 2 2 6(32)( 2)+(64) 6 1 =64+64 7 =64 7 Therefore, the probability of obtaining at least 5 heads when a coin is tossed 6 times is 64